3 Variable Linear Programming Question

In summary, Omega Manufacturing Company has excess capacity and is considering utilizing it for products 1, 2, and 3. The company has available capacity on its milling machine, lathe, and grinder, and has determined the profits and machine requirements for each product. Sales potential for products 1 and 2 exceeds maximum production, while product 3 is expected to sell no more than 20 units per week. The LP problem involves defining problem variables, stating the objective function, and stating constraints in the form of inequalities. It is recommended to refer to examples in a textbook for further guidance.
  • #1
SilverSurfer3
3
0

Homework Statement


Homework Statement


Omega Manufacturing Company has excess manufacturing capacity and is considering
devoting its excess capacity to product 1,2, and 3.
The production process uses three types of machines and the available capacity on the machines is as follows:
Milling Machine: 550 hrs/week
Lathe 350 hrs/week
Grinder 150 hrs/week

Profits and machine requirements in hours for the three products are as follows:
Catagory Products 1 Product 2 Product 3
Profit 50 20 25
Milling Machine 9 3 5
Lathe 5 4 0
Grinder 3 0 2

Sales Potentials for Product 1 and 2 exceeds max production and Product 3 is expected to sell no more than 20 units per week. Formulate the LP PROBLEM

I really appreciate any help I can get on the problem. I have been struggling with it for sometime and I have a couple more like it so if I can see how to solve this one I can work through the rest. Thanks very much!
 
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  • #2
SilverSurfer3 said:

Homework Statement


Homework Statement


Omega Manufacturing Company has excess manufacturing capacity and is considering
devoting its excess capacity to product 1,2, and 3.
The production process uses three types of machines and the available capacity on the machines is as follows:
Milling Machine: 550 hrs/week
Lathe 350 hrs/week
Grinder 150 hrs/week

Profits and machine requirements in hours for the three products are as follows:
Catagory Products 1 Product 2 Product 3
Profit 50 20 25
Milling Machine 9 3 5
Lathe 5 4 0
Grinder 3 0 2

Sales Potentials for Product 1 and 2 exceeds max production and Product 3 is expected to sell no more than 20 units per week. Formulate the LP PROBLEM
Formulating the problem means
  • Defining the problem variables.
  • Stating the objective function that is to be maximized or minimized.
  • Stating the constraints in the form of inequalities.

Start with the things I've listed. Doesn't your textbook show any examples of linear programming problems?
SilverSurfer3 said:
I really appreciate any help I can get on the problem. I have been struggling with it for sometime and I have a couple more like it so if I can see how to solve this one I can work through the rest. Thanks very much!
 

1. What is 3 variable linear programming?

3 variable linear programming is a mathematical method used to maximize or minimize a linear objective function while considering constraints on three decision variables. It is commonly used in operations research, economics, and other fields to solve optimization problems.

2. What are the steps involved in solving a 3 variable linear programming problem?

The steps involved in solving a 3 variable linear programming problem are:

  • Define the objective function
  • Identify the decision variables
  • Formulate the constraints
  • Graph the feasible region
  • Use the graphical method or simplex method to find the optimal solution

3. How do you interpret the results of a 3 variable linear programming problem?

The results of a 3 variable linear programming problem include the optimal values for the decision variables and the maximum or minimum value of the objective function. These values can be interpreted as the best possible solution to the problem, given the constraints and assumptions used in the model.

4. What are some real-life applications of 3 variable linear programming?

3 variable linear programming has various real-life applications, such as optimizing production processes, resource allocation, portfolio selection, and transportation planning. It can also be used in financial decision-making, marketing strategies, and supply chain management.

5. What are the limitations of 3 variable linear programming?

3 variable linear programming has some limitations, including the assumption of linearity in the objective function and constraints. It also assumes that all data is known and does not account for uncertainty or risk. Additionally, it can only handle a limited number of variables, making it unsuitable for complex problems with numerous decision variables.

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